DocumentCode
1984305
Title
Accuracy of a force sensitive digital tablet in determining the position of force application
Author
Meng, Ming ; Ge, Yunjian ; Wu, Zhongcheng ; Fang, Ping ; Shen, Fei
Author_Institution
Inst. of Intelligent Machine, Chinese Acad. of Sci., Hefei, China
fYear
2005
fDate
27 June-3 July 2005
Abstract
In this paper, the accuracy in determining the position of force application with a novel force sensitive digital tablet is evaluated and improved. A loading system consisting of a strip-shaped board with a stylus and a plate with grid is used to apply a point load on the tablet. In static experiments, the stylus is placed on 49 equidistant locations respectively, and calibrated masses are used to exert vertical force from 0.25 N to 5 N. Dynamic experiments are also performed by means of drawing on the loading board. Experimental results show that the systematic error is nonlinearly dependent on the actual position of force application, and almost independent of the magnitude of exerted force vector. Dynamic experimental results also suggest that this tablet can determine the position as accurately in dynamic conditions as in static conditions. According to the observed error distribution, the measured positions are corrected using artificial neural network (ANN). The encouraging results of the correction indicate that the proposed correction procedure can provide significant improvement in the performance of the tablet in determining the position of force application.
Keywords
force measurement; force sensors; interactive devices; neural nets; position measurement; artificial neural network; correction algorithm; error distribution; force application position determination; force sensitive digital tablet; Artificial neural networks; Automation; Error correction; Force measurement; Force sensors; Handwriting recognition; Kinematics; Machine intelligence; Position measurement; Writing;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Acquisition, 2005 IEEE International Conference on
Print_ISBN
0-7803-9303-1
Type
conf
DOI
10.1109/ICIA.2005.1635098
Filename
1635098
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